Jaroslaw Kurek

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Image Recognition

Condition Monitoring

Nonlinear Equations

Automatic Diagnosis

Top Venues

EURASIP J. Image Video Process.

Expert Syst. Appl.

Publications

Michal Bukowski, Jaroslaw Kurek, Bartosz Swiderski, Albina Jegorowa
Custom Loss Functions in XGBoost Algorithm for Enhanced Critical Error Mitigation in Drill-Wear Analysis of Melamine-Faced Chipboard. Sensors 24 (4) (2024)
Agata Przybys-Malaczek, Izabella Antoniuk, Karol Szymanowski, Michal Kruk, Jaroslaw Kurek
Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process. Sensors 23 (13) (2023)
Izabella Antoniuk, Jaroslaw Kurek, Artur Krupa, Grzegorz Wieczorek, Michal Bukowski, Michal Kruk, Albina Jegorowa
Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear. Sensors 23 (3) (2023)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
Random Ensemble of Extended CNN Structures for Medical Image Recognition. IWANN (1) (2023)
Grzegorz Wieczorek, Sheikh Badar ud din Tahir, Israr Akhter, Jaroslaw Kurek
Vehicle Detection and Recognition Approach in Multi-Scale Traffic Monitoring System via Graph-Based Data Optimization. Sensors 23 (3) (2023)
Jaroslaw Kurek, Artur Krupa, Izabella Antoniuk, Arlan Akhmet, Ulan Abdiomar, Michal Bukowski, Karol Szymanowski
Improved Drill State Recognition during Milling Process Using Artificial Intelligence. Sensors 23 (1) (2023)
Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska
Random CNN structure: tool to increase generalization ability in deep learning. EURASIP J. Image Video Process. 2022 (1) (2022)
Michal Bukowski, Jaroslaw Kurek, Izabella Antoniuk, Albina Jegorowa
Decision Confidence Assessment in Multi-Class Classification. Sensors 21 (11) (2021)
Jaroslaw Kurek, Izabella Antoniuk, Bartosz Swiderski, Albina Jegorowa, Michal Bukowski
Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes. Sensors 20 (23) (2020)
Bartlomiej Jacek Kubica, Jaroslaw Kurek
A Parallel Method of Verifying Solutions for Systems of Two Nonlinear Equations. PPAM (2) (2019)
Bartosz Swiderski, Michal Kruk, Grzegorz Wieczorek, Jaroslaw Kurek, Katarzyna Smietanska, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
Feature Selection for 'Orange Skin' Type Surface Defect in Furniture Elements. ICAISC (2) (2018)
Sami Dhahbi, Walid Barhoumi, Jaroslaw Kurek, Bartosz Swiderski, Michal Kruk, Ezzeddine Zagrouba
False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. Comput. Methods Programs Biomed. 160 (2018)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. 81 (2017)
Michal Kruk, Bartosz Swiderski, Katarzyna Smietanska, Jaroslaw Kurek, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
Detection of 'Orange Skin' Type Surface Defects in Furniture Elements with the Use of Textural Features. CISIM (2017)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek
Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. 42 (1) (2015)
Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka
Melanoma recognition using extended set of descriptors and classifiers. EURASIP J. Image Video Process. 2015 (2015)
Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski
Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. Decis. Support Syst. 52 (2) (2012)
Jaroslaw Kurek, Stanislaw Osowski
Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. Neural Comput. Appl. 19 (4) (2010)
Jaroslaw Kurek, Stanislaw Osowski
Support Vector Machine for diagnosis of the bars of cage inductance motor. ICECS (2008)